{"id":"W7128610212","doi":"10.47854/sy4vs619","title":"Beauté","year":2025,"lang":"","type":"article","venue":"Anthropen","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Subject (documents); Population; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001575347,0.0002605752,0.000499096,0.0001035894,0.001416577,0.0001396649,0.001174516,0.0004604294,0.005311287],"category_scores_gemma":[0.00128341,0.0002632165,0.0002299243,0.0006522653,0.008146539,0.0002890166,0.0005486316,0.0004836419,0.003500068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274898,"about_ca_system_score_gemma":0.0007536754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892345,"about_ca_topic_score_gemma":0.0001090284,"domain_scores_codex":[0.9964238,0.001258752,0.0004492527,0.0005757,0.0003005913,0.0009918424],"domain_scores_gemma":[0.9980325,0.0009218531,0.00009819055,0.0005492524,0.0001396524,0.0002585879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001805503,0.0001536863,0.000658383,0.00002547151,0.0001213299,0.00001084557,0.00302615,3.904915e-7,0.00004831439,0.9752615,0.01514692,0.005528925],"study_design_scores_gemma":[0.0003098616,0.00007112284,0.00193339,0.0001053845,0.00008541316,3.823186e-7,0.005751245,0.000009761058,0.0002269502,0.6866173,0.3046318,0.0002573192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01240285,0.002067568,0.0001030825,0.05926454,0.004255223,0.0004869342,0.00002671062,0.00009046309,0.9213026],"genre_scores_gemma":[0.9633049,0.001374151,0.00007003563,0.007456146,0.001162946,0.0000226639,0.00000351046,0.00001791183,0.02658773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.950902,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775451548925955,"score_gpt":0.410872376517336,"score_spread":0.3631178610280765,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}